Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9481707 0.7905488 0.5718712
bt 0.9454268 0.7905488 0.4500172
maxnet 0.9423780 0.7524390 NA
gam 0.9314024 0.7399390 0.4522917
glm 0.9176829 0.7399390 0.4445732

Variable Importance

Partial Dependence